Usage.ai adds full automation for AWS Database Savings Plans

Usage.ai says its platform now automates the full lifecycle of AWS Database Savings Plans across all 10 eligible managed database services, including newly covered OpenSearch and Neptune Analytics. The update is aimed at helping teams size commitments, monitor utilization, and reduce overspend on database workloads.

Why it matters: - AWS database commitments are harder to manage than compute commitments because each service has different eligibility rules, instance families, and savings thresholds. - Usage.ai is positioning itself to automate that complexity across all 10 AWS Database Savings Plans services. - The company says the goal is to help teams avoid over-committing, under-committing, and leaving savings on the table.

What happened: - Usage.ai announced full support for AWS Database Savings Plans across all 10 AWS managed database services currently eligible under the program. - The support is live for spend analysis, commitment sizing, purchase, utilization monitoring, and cashback on underutilized commitments. - AWS added Neptune Analytics and OpenSearch Service to Database Savings Plans on March 5, 2026. - Usage.ai says customers can automate the complete DSP lifecycle across every AWS service covered by the program.

The details: - Amazon RDS coverage includes Gen 7+ provisioned instances in the db.r7, db.r8g, db.m7, and db.m7g families. - Amazon Aurora coverage includes Gen 7+ provisioned instances, Aurora Serverless v2, and Aurora DSQL. - Amazon DynamoDB coverage includes on-demand throughput, with up to 18% savings, and provisioned capacity, with up to 12% savings. - Amazon ElastiCache coverage applies to the Valkey engine only, including Gen 7+ provisioned clusters and ElastiCache Serverless for Valkey. - Amazon DocumentDB coverage includes Gen 7+ provisioned instances and DocumentDB Serverless. - Amazon Neptune coverage includes Gen 7+ provisioned instances, Neptune Serverless, and Neptune Analytics. - Amazon Keyspaces coverage includes on-demand throughput, with up to 18% savings, and provisioned throughput, with up to 12% savings. - Amazon Keyspaces has no Reserved Instances, making Database Savings Plans the only commitment discount path for that service. - Amazon Timestream coverage includes Timestream for InfluxDB instances. - Amazon OpenSearch Service coverage includes Serverless and Gen 7+ provisioned instances. - AWS Database Migration Service coverage includes Gen 7+ replication instances and DMS Serverless. - Usage.ai’s process starts with Cost and Usage Report data to identify DSP-eligible spend across all 10 services. - The platform separates DSP-eligible spend from RI-eligible spend so recommendations do not double-count usage. - Usage.ai sizes commitments using the consistent hourly floor of eligible spend from the past 60 days. - The platform purchases commitments through billing-layer access, and the commitment activates immediately for the next billing hour. - Usage.ai monitors utilization on a 24-hour refresh cycle. - AWS Cost Explorer refreshes every 72 hours or more, which makes Usage.ai’s faster cadence more responsive to utilization changes. - Usage.ai says it provides cashback in real money when commitments become underutilized because a database cluster is decommissioned, migrated, or downsized. - Usage.ai says its fee is a percentage of realized savings only. - The company says teams can run a free savings analysis in under 60 seconds. - Users can also book a demo to see DSP automation alongside Reserved Instances and Compute Savings Plans. - Usage.ai is SOC 2 Type II certified and headquartered in New York City. - Usage.ai says it helps engineering and finance teams cut AWS, Azure, and GCP spend by 30% to 50% without infrastructure changes, long-term contracts, or stranded commitments.

Between the lines: - Usage.ai is extending a FinOps model that was built around compute commitments into a more fragmented database market. - The announcement suggests database savings management is becoming a higher-value automation category as AWS expands coverage. - The cashback guarantee is meant to lower the risk of commitment mis-sizing, which is often the main barrier to broader adoption.

What's next: - Usage.ai is directing teams to a complete guide for 2026 coverage, discount rates, and eligibility details. - The company is also pushing free savings analyses as the main entry point for new customers. - Broader adoption will likely depend on how much database spend can be captured reliably through the 60-day floor and 24-hour monitoring cycle.

The bottom line: - Usage.ai is trying to make AWS database commitments as automated as compute commitments, while reducing the penalty for getting sizing wrong.